Yufang Hou

Affiliations:
  • IBM Research Europe, Dublin, Ireland
  • Heidelberg Institute for Theoretical Studies (HITS), Germany
  • Heidelberg University, Department of Computational Linguistics, Germany (PhD 2015)


According to our database1, Yufang Hou authored at least 73 papers between 2012 and 2024.

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Bibliography

2024
Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science.
CoRR, 2024

The Nature of NLP: Analyzing Contributions in NLP Papers.
CoRR, 2024

Grounding Fallacies Misrepresenting Scientific Publications in Evidence.
CoRR, 2024

A Course Shared Task on Evaluating LLM Output for Clinical Questions.
CoRR, 2024

WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia.
CoRR, 2024

Holmes: Benchmark the Linguistic Competence of Language Models.
CoRR, 2024

On the Role of Summary Content Units in Text Summarization Evaluation.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Systematic Task Exploration with LLMs: A Study in Citation Text Generation.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Missci: Reconstructing Fallacies in Misrepresented Science.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
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Trans. Mach. Learn. Res., 2023

'Don't Get Too Technical with Me': A Discourse Structure-Based Framework for Science Journalism.
CoRR, 2023

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales.
CoRR, 2023

A Diachronic Analysis of the NLP Research Paradigm Shift: When, How, and Why?
CoRR, 2023

LOWRECORP: the Low-Resource NLG Corpus Building Challenge.
Proceedings of the 16th International Natural Language Generation Conference, 2023

A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why?
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CiteBench: A Benchmark for Scientific Citation Text Generation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

'Don't Get Too Technical with Me': A Discourse Structure-Based Framework for Automatic Science Journalism.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Needle in a Haystack: An Analysis of High-Agreement Workers on MTurk for Summarization.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

PairSpanBERT: An Enhanced Language Model for Bridging Resolution.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Towards a Unified Model of Scholarly Argumentation (Dagstuhl Seminar 22432).
Dagstuhl Reports, October, 2022

Privacy-aware supervised classification: An informative subspace based multi-objective approach.
Pattern Recognit., 2022

Needle in a Haystack: An Analysis of Finding Qualified Workers on MTurk for Summarization.
CoRR, 2022

NECE: Narrative Event Chain Extraction Toolkit.
CoRR, 2022

GEMv2: Multilingual NLG Benchmarking in a Single Line of Code.
CoRR, 2022

Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

End-to-End Neural Bridging Resolution.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Constrained Multi-Task Learning for Bridging Resolution.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Report on the 1st workshop on argumentation knowledge graphs (ArgKG 2021) at AKBC 2021.
SIGIR Forum, 2021

An autonomous debating system.
Nat., 2021

End-to-End NLP Knowledge Graph Construction.
CoRR, 2021

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics.
CoRR, 2021

D2S: Document-to-Slide Generation Via Query-Based Text Summarization.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Probing for Bridging Inference in Transformer Language Models.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Overview of the 2021 Key Point Analysis Shared Task.
Proceedings of the 8th Workshop on Argument Mining, 2021

Outcome Prediction from Behaviour Change Intervention Evaluations using a Combination of Node and Word Embedding.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

End-to-End Construction of NLP Knowledge Graph.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Employing Argumentation Knowledge Graphs for Neural Argument Generation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
HBCP Corpus: A New Resource for the Analysis of Behavioural Change Intervention Reports.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Fine-grained Information Status Classification Using Discourse Context-Aware BERT.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Knowledge Extraction and Prediction from Behavior Science Randomized Controlled Trials: A Case Study in Smoking Cessation.
Proceedings of the AMIA 2020, 2020

Bridging Anaphora Resolution as Question Answering.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

End-to-End Argumentation Knowledge Graph Construction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Corpus Wide Argument Mining - A Working Solution.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Fine-grained Information Status Classification Using Discourse Context-Aware Self-Attention.
CoRR, 2019

Extracting Factual Min/Max Age Information from Clinical Trial Studies.
CoRR, 2019

A Summarization System for Scientific Documents.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Unrestricted Bridging Resolution.
Comput. Linguistics, 2018

Enhanced Word Representations for Bridging Anaphora Resolution.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Know Who Your Friends Are: Understanding Social Connections from Unstructured Text.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

A Deterministic Algorithm for Bridging Anaphora Resolution.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

The Cool Cucumber System at the 2017 TAC KBP BeSt Evaluation.
Proceedings of the 2017 Text Analysis Conference, 2017

Computational Argumentation Quality Assessment in Natural Language.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Argument Relation Classification Using a Joint Inference Model.
Proceedings of the 4th Workshop on Argument Mining, 2017

Argumentation Quality Assessment: Theory vs. Practice.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Incremental Fine-grained Information Status Classification Using Attention-based LSTMs.
Proceedings of the COLING 2016, 2016

2015
Unrestricted Bridging Resolution
PhD thesis, 2015

Analyzing Sentiment in Classical Chinese Poetry.
Proceedings of the 9th SIGHUM Workshop on Language Technology for Cultural Heritage, 2015

2014
A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013
Global Inference for Bridging Anaphora Resolution.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Cascading Collective Classification for Bridging Anaphora Recognition using a Rich Linguistic Feature Set.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012
Collective Classification for Fine-grained Information Status.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012


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